Abstract
The growing adoption of clean solar energy in urban environments emphasizes the critical importance of efficient capacity planning in the development of building-integrated photovoltaic (BIPV) systems. Nevertheless, uncertainties associated with solar generation and demand pose substantial obstacles to systems planning. In response to these challenges, this paper introduces a novel approach: an optimization model that leverages ambiguity sets based on scenarios and is robust to distributional uncertainty for the expansion planning of building-integrated photovoltaic (BIPV) system. The distinctiveness of the model lies in its consideration of the non-linearity between global horizontal irradiance as well as PV solar power generation potential. A case study conducted in Singapore demonstrates the proposed model's substantial advantages including a 2 % -5 % improvement in self-sufficiency, 3 % -8 % electricity cost savings, and 3 % -8 % reduction in carbon dioxide emissions compared to benchmark models.
| Original language | English |
|---|---|
| Title of host publication | 2024 4th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) |
| Place of Publication | New York, NY |
| Publisher | IEEE |
| Number of pages | 5 |
| DOIs | |
| Publication status | Published - 2024 |
| Externally published | Yes |
| Event | International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2024) - Maldives National University, Malé, Maldives Duration: 4 Nov 2024 → 6 Nov 2024 https://www.aconf.org/conf_199269.2024_4th_International_Conference_on_Electrical,_Computer,_Communications_and_Mechatronics_Engineering_(ICECCME).html |
Conference
| Conference | International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2024) |
|---|---|
| Abbreviated title | ICECCME 2024 |
| Country/Territory | Maldives |
| City | Malé |
| Period | 4/11/24 → 6/11/24 |
| Internet address |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Building-integrated photovoltaic system
- Distributionally robust optimization (DRO)
- Data uncertainties
- Urban systems
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